René's URL Explorer Experiment


Title: GitHub - albertleers/Machine-Learning · GitHub

Open Graph Title: GitHub - albertleers/Machine-Learning

X Title: GitHub - albertleers/Machine-Learning

Description: Contribute to albertleers/Machine-Learning development by creating an account on GitHub.

Open Graph Description: Contribute to albertleers/Machine-Learning development by creating an account on GitHub.

X Description: Contribute to albertleers/Machine-Learning development by creating an account on GitHub.

Opengraph URL: https://github.com/albertleers/Machine-Learning

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:c405e1ff-2863-389b-dfd8-f650f5acfcc2
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id99B0:20DA71:5D87415:7D99BE1:6A5DEE4F
html-safe-nonce5efb669fa596e9669ced1a0c57d0d629710e584ebfa20e8f33845217af2b55bb
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5OUIwOjIwREE3MTo1RDg3NDE1OjdEOTlCRTE6NkE1REVFNEYiLCJ2aXNpdG9yX2lkIjoiNzY5ODM4ODk4NDc0MjY2OTkwMyIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmacd0bb66026f6edb908d737e0cb9c4095a21a27c373e431f418464bc58a060bf6e
hovercard-subject-tagrepository:116537951
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/albertleers/Machine-Learning
twitter:imagehttps://opengraph.githubassets.com/33a49c6bc381a3c688f64d725c60f04347c9c787da9a778977e13f3969f765af/albertleers/Machine-Learning
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/33a49c6bc381a3c688f64d725c60f04347c9c787da9a778977e13f3969f765af/albertleers/Machine-Learning
og:image:altContribute to albertleers/Machine-Learning development by creating an account on GitHub.
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None8e8f322dc74b1a8d5bafb296008dbb96bb4a0bc6ee2d6f30844ab111697c520d
turbo-cache-controlno-cache
go-importgithub.com/albertleers/Machine-Learning git https://github.com/albertleers/Machine-Learning.git
octolytics-dimension-user_id32863442
octolytics-dimension-user_loginalbertleers
octolytics-dimension-repository_id116537951
octolytics-dimension-repository_nwoalbertleers/Machine-Learning
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id76628219
octolytics-dimension-repository_parent_nwoJustFollowUs/Machine-Learning
octolytics-dimension-repository_network_root_id76628219
octolytics-dimension-repository_network_root_nwoJustFollowUs/Machine-Learning
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release7ae00b343090b49d0d18b8184187f51a39ed917c
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/albertleers/Machine-Learning#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Falbertleers%2FMachine-Learning
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/open-source/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/open-source/accelerator
GitHub Starshttps://stars.github.com
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/enterprise/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Falbertleers%2FMachine-Learning
Sign up https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=albertleers%2FMachine-Learning
Reloadhttps://github.com/albertleers/Machine-Learning
Reloadhttps://github.com/albertleers/Machine-Learning
Reloadhttps://github.com/albertleers/Machine-Learning
albertleers https://github.com/albertleers
Machine-Learninghttps://github.com/albertleers/Machine-Learning
JustFollowUs/Machine-Learninghttps://github.com/JustFollowUs/Machine-Learning
Notifications https://github.com/login?return_to=%2Falbertleers%2FMachine-Learning
Fork 1 https://github.com/login?return_to=%2Falbertleers%2FMachine-Learning
Star 0 https://github.com/login?return_to=%2Falbertleers%2FMachine-Learning
Code https://github.com/albertleers/Machine-Learning
Pull requests 0 https://github.com/albertleers/Machine-Learning/pulls
Actions https://github.com/albertleers/Machine-Learning/actions
Projects https://github.com/albertleers/Machine-Learning/projects
Wiki https://github.com/albertleers/Machine-Learning/wiki
Security and quality 0 https://github.com/albertleers/Machine-Learning/security
Insights https://github.com/albertleers/Machine-Learning/pulse
Code https://github.com/albertleers/Machine-Learning
Pull requests https://github.com/albertleers/Machine-Learning/pulls
Actions https://github.com/albertleers/Machine-Learning/actions
Projects https://github.com/albertleers/Machine-Learning/projects
Wiki https://github.com/albertleers/Machine-Learning/wiki
Security and quality https://github.com/albertleers/Machine-Learning/security
Insights https://github.com/albertleers/Machine-Learning/pulse
https://github.com/albertleers/Machine-Learning
Brancheshttps://github.com/albertleers/Machine-Learning/branches
Tagshttps://github.com/albertleers/Machine-Learning/tags
https://github.com/albertleers/Machine-Learning/branches
https://github.com/albertleers/Machine-Learning/tags
11 Commitshttps://github.com/albertleers/Machine-Learning/commits/master/
https://github.com/albertleers/Machine-Learning/commits/master/
README.mdhttps://github.com/albertleers/Machine-Learning/blob/master/README.md
README.mdhttps://github.com/albertleers/Machine-Learning/blob/master/README.md
READMEhttps://github.com/albertleers/Machine-Learning
https://github.com/albertleers/Machine-Learning#机器学习machine-learning
https://github.com/albertleers/Machine-Learning#主要内容
前言https://github.com/albertleers/Machine-Learning#preparation
课程列表https://github.com/albertleers/Machine-Learning#curriculum
推荐学习路线https://github.com/albertleers/Machine-Learning#learning_route
数学基础初级https://github.com/albertleers/Machine-Learning#math_basic
程序语言能力https://github.com/albertleers/Machine-Learning#programming_basic
机器学习课程初级https://github.com/albertleers/Machine-Learning#machine_learning_basic
数学基础中级https://github.com/albertleers/Machine-Learning#math_median
机器学习课程中级https://github.com/albertleers/Machine-Learning#machine_learning_median
推荐书籍列表https://github.com/albertleers/Machine-Learning#booklists
机器学习专项领域学习https://github.com/albertleers/Machine-Learning#special_learning
致谢https://github.com/albertleers/Machine-Learning#many_thanks
https://github.com/albertleers/Machine-Learning#前言
https://github.com/albertleers/Machine-Learning#课程列表
单变量微积分http://open.163.com/movie/2006/8/M/L/M6GLI5A07_M6GLJH1ML.html
Calculus with Analytic Geometryhttps://www.amazon.com/exec/obidos/ASIN/0070576424/ref=nosim/mitopencourse-20
链接https://ocw.mit.edu/courses/mathematics/18-01-single-variable-calculus-fall-2006/
多变量微积分http://open.163.com/special/opencourse/multivariable.html
Multivariable Calculushttps://www.amazon.com/exec/obidos/ASIN/0130339679/ref=nosim/mitopencourse-20
链接https://ocw.mit.edu/courses/mathematics/18-02-multivariable-calculus-fall-2007/
线性代数http://open.163.com/special/opencourse/daishu.html
Introduction to Linear Algebrahttp://math.mit.edu/~gs/linearalgebra/
链接https://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/study-materials/
统计入门http://open.163.com/movie/2011/6/6/0/M82IC6GQU_M83J9IK60.html
链接1http://mooc.guokr.com/course/461/%E6%A9%9F%E7%8E%87/
链接2https://www.youtube.com/watch?v=GwSEguqJj6U&index=1&list=PLtvno3VRDR_jMAJcNY1n4pnP5kXtPOmVk
概率与统计https://www.youtube.com/watch?v=j9WZyLZCBzs&list=PLQ3khvAsNhargDx0dG1cQXOrA2u3JsFKc
Introduction to Probabilityhttps://www.amazon.com/exec/obidos/ASIN/188652923X/ref=nosim/mitopencourse-20
链接https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-041-probabilistic-systems-analysis-and-applied-probability-fall-2010/tutorials/
矩阵论https://www.amazon.cn/%E7%9F%A9%E9%98%B5%E8%AE%BA-%E6%88%B4%E5%8D%8E/dp/B00116BRO0/ref=sr_1_1?s=books&ie=UTF8&qid=1478614198&sr=1-1&keywords=%E6%88%B4%E5%8D%8E%EF%BC%8C+%E7%9F%A9%E9%98%B5%E8%AE%BA
凸优化1https://lagunita.stanford.edu/courses/Engineering/CVX101/Winter2014/about
Convex Optimizationhttp://www.stanford.edu/~boyd/cvxbook/bv_cvxbook.pdf
链接http://stanford.edu/class/ee364a/index.html
凸优化2https://www.youtube.com/watch?v=U3lJAObbMFI&list=PL3940DD956CDF0622&index=20
链接http://stanford.edu/class/ee364b/
统计学习入门https://lagunita.stanford.edu/courses/HumanitiesSciences/StatLearning/Winter2016/about
An Introduction to Statistical Learninghttp://www-bcf.usc.edu/~gareth/ISL/
链接https://lagunita.stanford.edu/courses/HumanitiesSciences/StatLearning/Winter2016/about
机器学习基石https://www.coursera.org/instructor/htlin
Learning from Datahttps://www.amazon.com/gp/product/1600490069
链接https://www.csie.ntu.edu.tw/~htlin/course/mlfound16fall/
机器学习技法https://www.coursera.org/instructor/htlin
链接https://www.csie.ntu.edu.tw/~htlin/course/ml15fall/
机器学习https://www.youtube.com/watch?v=mbyG85GZ0PI&index=1&list=PLD63A284B7615313A
Learning from Datahttps://www.amazon.com/gp/product/1600490069
链接http://work.caltech.edu/lectures.html
机器学习(matlab)http://open.163.com/movie/2008/1/M/C/M6SGF6VB4_M6SGHFBMC.html
链接http://cs229.stanford.edu/materials.html
https://github.com/albertleers/Machine-Learning#推荐学习路线
https://github.com/albertleers/Machine-Learning#数学基础初级
单变量微积分http://open.163.com/movie/2006/8/M/L/M6GLI5A07_M6GLJH1ML.html
Calculus with Analytic Geometryhttps://www.amazon.com/exec/obidos/ASIN/0070576424/ref=nosim/mitopencourse-20
链接https://ocw.mit.edu/courses/mathematics/18-01-single-variable-calculus-fall-2006/
多变量微积分http://open.163.com/special/opencourse/multivariable.html
Multivariable Calculushttps://www.amazon.com/exec/obidos/ASIN/0130339679/ref=nosim/mitopencourse-20
链接https://ocw.mit.edu/courses/mathematics/18-02-multivariable-calculus-fall-2007/
线性代数http://open.163.com/special/opencourse/daishu.html
Introduction to Linear Algebrahttp://math.mit.edu/~gs/linearalgebra/
链接https://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/study-materials/
统计入门http://open.163.com/movie/2011/6/6/0/M82IC6GQU_M83J9IK60.html
链接1http://mooc.guokr.com/course/461/%E6%A9%9F%E7%8E%87/
链接2https://www.youtube.com/watch?v=GwSEguqJj6U&index=1&list=PLtvno3VRDR_jMAJcNY1n4pnP5kXtPOmVk
概率与统计https://www.youtube.com/watch?v=j9WZyLZCBzs&list=PLQ3khvAsNhargDx0dG1cQXOrA2u3JsFKc
Introduction to Probabilityhttps://www.amazon.com/exec/obidos/ASIN/188652923X/ref=nosim/mitopencourse-20
链接https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-041-probabilistic-systems-analysis-and-applied-probability-fall-2010/tutorials/
https://github.com/albertleers/Machine-Learning#程序语言能力
链接http://cs231n.github.io/python-numpy-tutorial/
https://github.com/albertleers/Machine-Learning#机器学习课程初级
统计学习入门https://lagunita.stanford.edu/courses/HumanitiesSciences/StatLearning/Winter2016/about
An Introduction to Statistical Learninghttp://www-bcf.usc.edu/~gareth/ISL/
链接https://lagunita.stanford.edu/courses/HumanitiesSciences/StatLearning/Winter2016/about
机器学习入门https://www.coursera.org/learn/machine-learning
链接https://www.coursera.org/learn/machine-learning
https://github.com/albertleers/Machine-Learning#数学基础中级
矩阵论https://www.amazon.cn/%E7%9F%A9%E9%98%B5%E8%AE%BA-%E6%88%B4%E5%8D%8E/dp/B00116BRO0/ref=sr_1_1?s=books&ie=UTF8&qid=1478614198&sr=1-1&keywords=%E6%88%B4%E5%8D%8E%EF%BC%8C+%E7%9F%A9%E9%98%B5%E8%AE%BA
凸优化1https://lagunita.stanford.edu/courses/Engineering/CVX101/Winter2014/about
Convex Optimizationhttp://www.stanford.edu/~boyd/cvxbook/bv_cvxbook.pdf
链接http://stanford.edu/class/ee364a/index.html
凸优化2https://www.youtube.com/watch?v=U3lJAObbMFI&list=PL3940DD956CDF0622&index=20
链接http://stanford.edu/class/ee364b/
Convex Optimization: Algorithms and Complexityhttps://link.zhihu.com/?target=http%3A//arxiv.org/abs/1405.4980
https://github.com/albertleers/Machine-Learning#机器学习课程中级
机器学习基石https://www.coursera.org/instructor/htlin
Learning from Datahttps://www.amazon.com/gp/product/1600490069
链接https://www.csie.ntu.edu.tw/~htlin/course/mlfound16fall/
机器学习技法https://www.coursera.org/instructor/htlin
链接https://www.csie.ntu.edu.tw/~htlin/course/ml15fall/
机器学习http://open.163.com/movie/2008/1/M/C/M6SGF6VB4_M6SGHFBMC.html
链接http://cs229.stanford.edu/materials.html
机器学习https://www.youtube.com/watch?v=mbyG85GZ0PI&index=1&list=PLD63A284B7615313A
Learning from Datahttps://www.amazon.com/gp/product/1600490069
链接http://work.caltech.edu/lectures.html
https://github.com/albertleers/Machine-Learning#推荐书籍列表
统计学习方法https://www.amazon.cn/%E7%BB%9F%E8%AE%A1%E5%AD%A6%E4%B9%A0%E6%96%B9%E6%B3%95-%E6%9D%8E%E8%88%AA/dp/B007TSFMTA
An Introduction to Statistical Learninghttp://www-bcf.usc.edu/~gareth/ISL/
Machine Learninghttps://www.amazon.com/gp/product/0071154671?ie=UTF8&tag=jefork-20&linkCode=as2&camp=1789&creative=9325&creativeASIN=0071154671
Learning from Datahttps://www.amazon.com/gp/product/1600490069
配套讲义https://work.caltech.edu/telecourse.html
Pattern Recognition and Machine Learninghttps://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738/ref=pd_sim_14_1?ie=UTF8&dpID=61f0EXfMRvL&dpSrc=sims&preST=_AC_UL160_SR118%2C160_&refRID=119X50P5F0DFA339S9DR
配套讲义http://cs.brown.edu/courses/csci1420/lectures.html
The Elements of Statistical Learninghttps://www.amazon.com/The-Elements-Statistical-Learning-Prediction/dp/0387848576/ref=pd_sim_14_2?ie=UTF8&dpID=41LeU3HcBdL&dpSrc=sims&preST=_AC_UL160_SR103%2C160_&refRID=119X50P5F0DFA339S9DR
Understanding Machine Learning:From Theory to Algorithmshttp://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/understanding-machine-learning-theory-algorithms.pdf
Machine Learning: A probabilistic approachhttps://www.amazon.com/Machine-Learning-Probabilistic-Perspective-Computation/dp/0262018020
https://github.com/albertleers/Machine-Learning#机器学习专项领域学习
https://github.com/albertleers/Machine-Learning#一些专项领域资料
深度学习https://github.com/JustFollowUs/Deep-Learning
图模型https://github.com/JustFollowUs/Probabilistic-graphical-models
强化学习https://github.com/JustFollowUs/Reinforcement-Learning
Hashhttp://cs.nju.edu.cn/lwj/L2H.html
理论机器学习https://github.com/JustFollowUs/Theoretical-Machine-Learning/
https://github.com/albertleers/Machine-Learning#领域会议期刊
NIPShttps://nips.cc/
ICMLhttp://icml.cc/
AAAIhttp://www.aaai.org/
IJCAIhttp://www.ijcai.org/
KDDhttp://www.kdd.org/
ICDMhttp://www.cs.uvm.edu/~icdm/
COLThttp://www.learningtheory.org/
https://github.com/albertleers/Machine-Learning#致谢
Readme https://github.com/albertleers/Machine-Learning#readme-ov-file
Please reload this pagehttps://github.com/albertleers/Machine-Learning
Activityhttps://github.com/albertleers/Machine-Learning/activity
1 forkhttps://github.com/albertleers/Machine-Learning/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Falbertleers%2FMachine-Learning&report=albertleers+%28user%29
Releaseshttps://github.com/albertleers/Machine-Learning/releases
Packages 0https://github.com/users/albertleers/packages?repo_name=Machine-Learning
Please reload this pagehttps://github.com/albertleers/Machine-Learning
Contributorshttps://github.com/albertleers/Machine-Learning/graphs/contributors
Please reload this pagehttps://github.com/albertleers/Machine-Learning
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.